# Real-time Gaussian Splatting Rendering on DrJohnson DeepBlending 4k

Source: [Real-time Gaussian Splatting Rendering on DrJohnson DeepBlending 4k](<https://www.sota2.com/research/sota/real-time-gaussian-splatting-rendering-on-drjohnson-deepblending-4k>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:35:37.577Z

Evaluation of real-time rendering performance (speed and latency metrics) for Gaussian Splatting techniques applied to the DrJohnson DeepBlending 4k dataset.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Real-time Gaussian Splatting Rendering |
| Dataset (including any stated split) | DrJohnson DeepBlending 4k |
| Metric | Average Rendering Time (ms) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 3 of 3 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Average Rendering Time (ms)](<https://www.sota2.com/research/sota/real-time-gaussian-splatting-rendering-on-drjohnson-deepblending-4k.md?metric=Average%20Rendering%20Time%20(ms)>): Lower is better; unit: TIME.

- [Maximum Rendering Time (ms)](<https://www.sota2.com/research/sota/real-time-gaussian-splatting-rendering-on-drjohnson-deepblending-4k.md?metric=Maximum%20Rendering%20Time%20(ms)>): Lower is better; unit: TIME.

- [Average Speedup](<https://www.sota2.com/research/sota/real-time-gaussian-splatting-rendering-on-drjohnson-deepblending-4k.md?metric=Average%20Speedup>): Higher is better; unit: SCALAR.

- [Maximum Speedup](<https://www.sota2.com/research/sota/real-time-gaussian-splatting-rendering-on-drjohnson-deepblending-4k.md?metric=Maximum%20Speedup>): Higher is better; unit: SCALAR.

- [Minimum Speedup](<https://www.sota2.com/research/sota/real-time-gaussian-splatting-rendering-on-drjohnson-deepblending-4k.md?metric=Minimum%20Speedup>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Average Rendering Time (ms) | Result date | Report paper |
| --- | --- | --- | --- |
| FlashGS | 2.99 | Not recorded | 68fa747f1e209131cea61eff |
| FlashGS | 4.35 | Not recorded | 68fa747f1e209131cea61eff |
| 3DGS | 28.74 | Not recorded | 68fa747f1e209131cea61eff |

### FlashGS

Average Rendering Time (ms): 2.99. Result ID: 699349923a6c31484914ee82.

[Reporting paper](<https://www.sota2.com/research/paper/68fa747f1e209131cea61eff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa747f1e209131cea61eff.md>)

[Implementation](<https://github.com/InternLandMark/FlashGS>)

Recorded evaluation configuration: {"GPU":"RTX 3090"}. This record does not assert independent reproduction.

### FlashGS

Average Rendering Time (ms): 4.35. Result ID: 699349923a6c31484914ee84.

[Reporting paper](<https://www.sota2.com/research/paper/68fa747f1e209131cea61eff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa747f1e209131cea61eff.md>)

[Implementation](<https://github.com/InternLandMark/FlashGS>)

Recorded evaluation configuration: {"GPU":"A100"}. This record does not assert independent reproduction.

### 3DGS

Average Rendering Time (ms): 28.74. Result ID: 699349923a6c31484914ee83.

[Reporting paper](<https://www.sota2.com/research/paper/68fa747f1e209131cea61eff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70461e209131cea4a191.md>)

[Implementation](<https://repo-sam.inria.fr/fungraph/3d-gaussian-splatting/>)

Recorded evaluation configuration: {"GPU":"RTX 3090"}. This record does not assert independent reproduction.

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